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User interface for context labeling of multimedia items

  • US 10,222,942 B1
  • Filed: 01/20/2016
  • Issued: 03/05/2019
  • Est. Priority Date: 01/22/2015
  • Status: Active Grant
First Claim
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1. A system for facilitating training of a neural network to associate context information with multimedia items, the system comprising:

  • a computer system comprising one or more processors programmed with computer program instructions that, when executed, cause the computer system to;

    provide multimedia items to a neural network to cause the neural network to predict one or more labels for the multimedia items, the neural network predicting a label as a corresponding label for first and second multimedia items of the multimedia items;

    assign the first and second multimedia items to a group based on the neural network predicting the label as a corresponding label for the first and second multimedia items,generate, based on the predicted label, a task related to the predicted label, the task soliciting a user to indicate one or more of the multimedia items that are relevant to the predicted label;

    cause the first multimedia item, the second multimedia item, and the task to be presented together on a user interface at a same time based on the assignment of the first and second multimedia items to the group;

    obtain, via the user interface, a user response to the task, the user response comprising (i) a first user indication of the first multimedia item as being relevant to the predicted label and (ii) a second user indication of the second multimedia item as being relevant or not relevant to the predicted label; and

    provide, to the neural network, the first and second user indications to cause the neural network to be updated based on the first and second user indications.

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